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nataly862011 [7]
4 years ago
13

How to determine if a vector lies in a span of other vectors?

Mathematics
1 answer:
sasho [114]4 years ago
4 0

\mathbf c lies in \mathrm{span}\{\mathbf a,\mathbf b\} if \mathbf c can be written as a linear combination of \mathbf a and \mathbf b.

In other words, \mathbf c\in\mathrm{span}\{\mathbf a,\mathbf b\} if there exists scalars k_1,k_2\in\mathbb R such that

\mathbf c=k_1\mathbf a+k_2\mathbf b

Vectors in \mathbb R^n are equal if their components are equal:

\langle4,1,0\rangle=k_1\langle1,3,4\rangle+k_2\langle4,9,9\rangle

\langle4,1,0\rangle=\langle k_1+4k_2,3k_1+9k_2,4k_1+9k_2\rangle

\implies\begin{cases}k_1+4k_2=4\\3k_1+9k_2=1\\4k_1+9k_2=0\end{cases}

This system has no solutions, so \mathbf c does not belong to \mathrm{span}\{\mathbf a,\mathbf b\}.

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